Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 66 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.5 KiB |
| Average record size in memory | 116.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 1 |
kmeans_labels has constant value "" | Constant |
Flavanoids is highly overall correlated with Proanthocyanins and 2 other fields | High correlation |
Proanthocyanins is highly overall correlated with Flavanoids and 1 other fields | High correlation |
Proline is highly overall correlated with Flavanoids | High correlation |
Total_Phenols is highly overall correlated with Flavanoids and 1 other fields | High correlation |
Reproduction
| Analysis started | 2023-11-28 13:21:47.578427 |
|---|---|
| Analysis finished | 2023-11-28 13:22:19.017286 |
| Duration | 31.44 seconds |
| Software version | ydata-profiling vv4.6.2 |
| Download configuration | config.json |
Alcohol
Real number (ℝ)
| Distinct | 55 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.705 |
| Minimum | 12.99 |
|---|---|
| Maximum | 14.83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 12.99 |
|---|---|
| 5-th percentile | 13.05 |
| Q1 | 13.345 |
| median | 13.725 |
| Q3 | 14.05 |
| 95-th percentile | 14.3775 |
| Maximum | 14.83 |
| Range | 1.84 |
| Interquartile range (IQR) | 0.705 |
Descriptive statistics
| Standard deviation | 0.44430845 |
|---|---|
| Coefficient of variation (CV) | 0.032419442 |
| Kurtosis | -0.46732662 |
| Mean | 13.705 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | 0.27341315 |
| Sum | 904.53 |
| Variance | 0.19741 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.05 | 4 | 6.1% |
| 13.58 | 2 | 3.0% |
| 13.86 | 2 | 3.0% |
| 13.56 | 2 | 3.0% |
| 13.83 | 2 | 3.0% |
| 13.11 | 2 | 3.0% |
| 14.1 | 2 | 3.0% |
| 13.48 | 2 | 3.0% |
| 14.06 | 2 | 3.0% |
| 12.99 | 1 | 1.5% |
| Other values (45) | 45 |
| Value | Count | Frequency (%) |
| 12.99 | 1 | 1.5% |
| 13.03 | 1 | 1.5% |
| 13.05 | 4 | |
| 13.07 | 1 | 1.5% |
| 13.11 | 2 | |
| 13.16 | 1 | 1.5% |
| 13.17 | 1 | 1.5% |
| 13.2 | 1 | 1.5% |
| 13.24 | 1 | 1.5% |
| 13.28 | 1 | 1.5% |
| Value | Count | Frequency (%) |
| 14.83 | 1 | |
| 14.75 | 1 | |
| 14.39 | 1 | |
| 14.38 | 1 | |
| 14.37 | 1 | |
| 14.34 | 1 | |
| 14.3 | 1 | |
| 14.23 | 1 | |
| 14.22 | 1 | |
| 14.2 | 1 |
Malic_Acid
Real number (ℝ)
| Distinct | 46 |
|---|---|
| Distinct (%) | 69.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7860606 |
| Minimum | 0.9 |
|---|---|
| Maximum | 2.76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0.9 |
|---|---|
| 5-th percentile | 1.275 |
| Q1 | 1.65 |
| median | 1.73 |
| Q3 | 1.8975 |
| 95-th percentile | 2.575 |
| Maximum | 2.76 |
| Range | 1.86 |
| Interquartile range (IQR) | 0.2475 |
Descriptive statistics
| Standard deviation | 0.35768004 |
|---|---|
| Coefficient of variation (CV) | 0.20026198 |
| Kurtosis | 1.5865193 |
| Mean | 1.7860606 |
| Median Absolute Deviation (MAD) | 0.135 |
| Skewness | 0.49777494 |
| Sum | 117.88 |
| Variance | 0.12793501 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.73 | 5 | 7.6% |
| 1.68 | 3 | 4.5% |
| 1.67 | 3 | 4.5% |
| 1.9 | 3 | 4.5% |
| 1.81 | 3 | 4.5% |
| 1.65 | 2 | 3.0% |
| 1.66 | 2 | 3.0% |
| 1.5 | 2 | 3.0% |
| 1.77 | 2 | 3.0% |
| 1.71 | 2 | 3.0% |
| Other values (36) | 39 |
| Value | Count | Frequency (%) |
| 0.9 | 1 | |
| 0.94 | 1 | |
| 1.01 | 1 | |
| 1.25 | 1 | |
| 1.35 | 1 | |
| 1.43 | 1 | |
| 1.48 | 1 | |
| 1.5 | 2 | |
| 1.51 | 1 | |
| 1.53 | 1 |
| Value | Count | Frequency (%) |
| 2.76 | 1 | |
| 2.59 | 2 | |
| 2.58 | 1 | |
| 2.56 | 1 | |
| 2.51 | 1 | |
| 2.36 | 1 | |
| 2.16 | 1 | |
| 2.15 | 1 | |
| 2.05 | 1 | |
| 2.02 | 1 |
Ash
Real number (ℝ)
| Distinct | 46 |
|---|---|
| Distinct (%) | 69.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4392424 |
| Minimum | 1.7 |
|---|---|
| Maximum | 3.22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1.7 |
|---|---|
| 5-th percentile | 2.055 |
| Q1 | 2.3 |
| median | 2.425 |
| Q3 | 2.635 |
| 95-th percentile | 2.7875 |
| Maximum | 3.22 |
| Range | 1.52 |
| Interquartile range (IQR) | 0.335 |
Descriptive statistics
| Standard deviation | 0.26496044 |
|---|---|
| Coefficient of variation (CV) | 0.10862407 |
| Kurtosis | 1.1565215 |
| Mean | 2.4392424 |
| Median Absolute Deviation (MAD) | 0.18 |
| Skewness | -0.27604017 |
| Sum | 160.99 |
| Variance | 0.070204033 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.7 | 4 | 6.1% |
| 2.36 | 4 | 6.1% |
| 2.3 | 3 | 4.5% |
| 2.5 | 2 | 3.0% |
| 2.6 | 2 | 3.0% |
| 2.45 | 2 | 3.0% |
| 2.61 | 2 | 3.0% |
| 2.1 | 2 | 3.0% |
| 2.27 | 2 | 3.0% |
| 2.67 | 2 | 3.0% |
| Other values (36) | 41 |
| Value | Count | Frequency (%) |
| 1.7 | 1 | |
| 1.71 | 1 | |
| 1.92 | 1 | |
| 2.04 | 1 | |
| 2.1 | 2 | |
| 2.12 | 1 | |
| 2.14 | 2 | |
| 2.17 | 1 | |
| 2.21 | 1 | |
| 2.24 | 1 |
| Value | Count | Frequency (%) |
| 3.22 | 1 | 1.5% |
| 2.87 | 1 | 1.5% |
| 2.84 | 1 | 1.5% |
| 2.8 | 1 | 1.5% |
| 2.75 | 1 | 1.5% |
| 2.72 | 1 | 1.5% |
| 2.7 | 4 | |
| 2.69 | 1 | 1.5% |
| 2.68 | 2 | |
| 2.67 | 2 |
Ash_Alcanity
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 62.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.086364 |
| Minimum | 11.2 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 11.2 |
|---|---|
| 5-th percentile | 12.8 |
| Q1 | 16 |
| median | 17.15 |
| Q3 | 20 |
| 95-th percentile | 25 |
| Maximum | 30 |
| Range | 18.8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.5777469 |
|---|---|
| Coefficient of variation (CV) | 0.1978146 |
| Kurtosis | 1.1916217 |
| Mean | 18.086364 |
| Median Absolute Deviation (MAD) | 1.75 |
| Skewness | 0.84701567 |
| Sum | 1193.7 |
| Variance | 12.800273 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 6 | 9.1% |
| 20 | 6 | 9.1% |
| 16.8 | 3 | 4.5% |
| 17 | 3 | 4.5% |
| 18 | 3 | 4.5% |
| 17.2 | 3 | 4.5% |
| 25 | 3 | 4.5% |
| 15.5 | 2 | 3.0% |
| 15 | 2 | 3.0% |
| 22.5 | 2 | 3.0% |
| Other values (31) | 33 |
| Value | Count | Frequency (%) |
| 11.2 | 1 | |
| 11.4 | 1 | |
| 12 | 1 | |
| 12.4 | 1 | |
| 14 | 2 | |
| 14.6 | 1 | |
| 15 | 2 | |
| 15.2 | 1 | |
| 15.5 | 2 | |
| 15.6 | 1 |
| Value | Count | Frequency (%) |
| 30 | 1 | 1.5% |
| 25.5 | 1 | 1.5% |
| 25 | 3 | |
| 24.5 | 1 | 1.5% |
| 24 | 1 | 1.5% |
| 22.5 | 2 | 3.0% |
| 22 | 1 | 1.5% |
| 21 | 1 | 1.5% |
| 20.5 | 2 | 3.0% |
| 20 | 6 |
Magnesium
Real number (ℝ)
| Distinct | 37 |
|---|---|
| Distinct (%) | 56.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.62121 |
| Minimum | 78 |
|---|---|
| Maximum | 139 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 78 |
|---|---|
| 5-th percentile | 87.5 |
| Q1 | 96 |
| median | 102.5 |
| Q3 | 112.75 |
| 95-th percentile | 125.5 |
| Maximum | 139 |
| Range | 61 |
| Interquartile range (IQR) | 16.75 |
Descriptive statistics
| Standard deviation | 12.317299 |
|---|---|
| Coefficient of variation (CV) | 0.11773233 |
| Kurtosis | -0.074133116 |
| Mean | 104.62121 |
| Median Absolute Deviation (MAD) | 8.5 |
| Skewness | 0.41322933 |
| Sum | 6905 |
| Variance | 151.71585 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 101 | 5 | 7.6% |
| 98 | 4 | 6.1% |
| 110 | 3 | 4.5% |
| 118 | 3 | 4.5% |
| 108 | 3 | 4.5% |
| 96 | 3 | 4.5% |
| 94 | 3 | 4.5% |
| 89 | 3 | 4.5% |
| 91 | 2 | 3.0% |
| 100 | 2 | 3.0% |
| Other values (27) | 35 |
| Value | Count | Frequency (%) |
| 78 | 1 | 1.5% |
| 86 | 2 | |
| 87 | 1 | 1.5% |
| 89 | 3 | |
| 90 | 1 | 1.5% |
| 91 | 2 | |
| 92 | 1 | 1.5% |
| 93 | 1 | 1.5% |
| 94 | 3 | |
| 95 | 1 | 1.5% |
| Value | Count | Frequency (%) |
| 139 | 1 | 1.5% |
| 132 | 1 | 1.5% |
| 127 | 1 | 1.5% |
| 126 | 1 | 1.5% |
| 124 | 1 | 1.5% |
| 121 | 1 | 1.5% |
| 120 | 2 | |
| 118 | 3 | |
| 117 | 1 | 1.5% |
| 116 | 2 |
Total_Phenols
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 39 |
|---|---|
| Distinct (%) | 59.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7077273 |
| Minimum | 1.35 |
|---|---|
| Maximum | 3.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1.35 |
|---|---|
| 5-th percentile | 1.6575 |
| Q1 | 2.5075 |
| median | 2.8 |
| Q3 | 2.995 |
| 95-th percentile | 3.3 |
| Maximum | 3.88 |
| Range | 2.53 |
| Interquartile range (IQR) | 0.4875 |
Descriptive statistics
| Standard deviation | 0.50502337 |
|---|---|
| Coefficient of variation (CV) | 0.1865119 |
| Kurtosis | 1.0588011 |
| Mean | 2.7077273 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | -0.64627461 |
| Sum | 178.71 |
| Variance | 0.2550486 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.8 | 6 | 9.1% |
| 2.6 | 5 | 7.6% |
| 2.95 | 5 | 7.6% |
| 3 | 5 | 7.6% |
| 3.3 | 3 | 4.5% |
| 2.53 | 2 | 3.0% |
| 2.98 | 2 | 3.0% |
| 2.2 | 2 | 3.0% |
| 3.1 | 2 | 3.0% |
| 2.85 | 2 | 3.0% |
| Other values (29) | 32 |
| Value | Count | Frequency (%) |
| 1.35 | 1 | |
| 1.4 | 1 | |
| 1.55 | 1 | |
| 1.65 | 1 | |
| 1.68 | 1 | |
| 1.88 | 1 | |
| 1.95 | 1 | |
| 2.1 | 1 | |
| 2.2 | 2 | |
| 2.35 | 1 |
| Value | Count | Frequency (%) |
| 3.88 | 1 | 1.5% |
| 3.85 | 1 | 1.5% |
| 3.4 | 1 | 1.5% |
| 3.3 | 3 | |
| 3.27 | 1 | 1.5% |
| 3.25 | 1 | 1.5% |
| 3.2 | 1 | 1.5% |
| 3.15 | 1 | 1.5% |
| 3.1 | 2 | 3.0% |
| 3 | 5 |
Flavanoids
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 58 |
|---|---|
| Distinct (%) | 87.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6812121 |
| Minimum | 0.5 |
|---|---|
| Maximum | 3.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 0.735 |
| Q1 | 2.5125 |
| median | 2.895 |
| Q3 | 3.22 |
| 95-th percentile | 3.6625 |
| Maximum | 3.93 |
| Range | 3.43 |
| Interquartile range (IQR) | 0.7075 |
Descriptive statistics
| Standard deviation | 0.82682435 |
|---|---|
| Coefficient of variation (CV) | 0.30837708 |
| Kurtosis | 0.83629469 |
| Mean | 2.6812121 |
| Median Absolute Deviation (MAD) | 0.36 |
| Skewness | -1.2098184 |
| Sum | 176.96 |
| Variance | 0.68363851 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 2 | 3.0% |
| 2.68 | 2 | 3.0% |
| 0.68 | 2 | 3.0% |
| 2.69 | 2 | 3.0% |
| 3.39 | 2 | 3.0% |
| 2.76 | 2 | 3.0% |
| 2.98 | 2 | 3.0% |
| 2.43 | 2 | 3.0% |
| 3.74 | 1 | 1.5% |
| 2.78 | 1 | 1.5% |
| Other values (48) | 48 |
| Value | Count | Frequency (%) |
| 0.5 | 1 | |
| 0.68 | 2 | |
| 0.7 | 1 | |
| 0.84 | 1 | |
| 1.1 | 1 | |
| 1.28 | 1 | |
| 1.3 | 1 | |
| 1.31 | 1 | |
| 1.79 | 1 | |
| 1.84 | 1 |
| Value | Count | Frequency (%) |
| 3.93 | 1 | |
| 3.74 | 1 | |
| 3.69 | 1 | |
| 3.67 | 1 | |
| 3.64 | 1 | |
| 3.56 | 1 | |
| 3.54 | 1 | |
| 3.49 | 1 | |
| 3.4 | 1 | |
| 3.39 | 2 |
Nonflavanoid_Phenols
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | 40.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31181818 |
| Minimum | 0.17 |
|---|---|
| Maximum | 0.55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0.17 |
|---|---|
| 5-th percentile | 0.2025 |
| Q1 | 0.26 |
| median | 0.29 |
| Q3 | 0.34 |
| 95-th percentile | 0.515 |
| Maximum | 0.55 |
| Range | 0.38 |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | 0.09062024 |
|---|---|
| Coefficient of variation (CV) | 0.29061885 |
| Kurtosis | 0.47094364 |
| Mean | 0.31181818 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 0.93336473 |
| Sum | 20.58 |
| Variance | 0.008212028 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.26 | 7 | 10.6% |
| 0.29 | 6 | 9.1% |
| 0.32 | 5 | 7.6% |
| 0.28 | 4 | 6.1% |
| 0.21 | 4 | 6.1% |
| 0.34 | 4 | 6.1% |
| 0.22 | 4 | 6.1% |
| 0.27 | 3 | 4.5% |
| 0.39 | 3 | 4.5% |
| 0.24 | 3 | 4.5% |
| Other values (17) | 23 |
| Value | Count | Frequency (%) |
| 0.17 | 2 | 3.0% |
| 0.19 | 1 | 1.5% |
| 0.2 | 1 | 1.5% |
| 0.21 | 4 | |
| 0.22 | 4 | |
| 0.24 | 3 | |
| 0.26 | 7 | |
| 0.27 | 3 | |
| 0.28 | 4 | |
| 0.29 | 6 |
| Value | Count | Frequency (%) |
| 0.55 | 1 | |
| 0.53 | 2 | |
| 0.52 | 1 | |
| 0.5 | 1 | |
| 0.47 | 1 | |
| 0.44 | 1 | |
| 0.43 | 1 | |
| 0.42 | 1 | |
| 0.41 | 1 | |
| 0.4 | 1 |
Proanthocyanins
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 48 |
|---|---|
| Distinct (%) | 72.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8259091 |
| Minimum | 0.42 |
|---|---|
| Maximum | 2.96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0.42 |
|---|---|
| 5-th percentile | 1.03 |
| Q1 | 1.48 |
| median | 1.86 |
| Q3 | 2.095 |
| 95-th percentile | 2.7825 |
| Maximum | 2.96 |
| Range | 2.54 |
| Interquartile range (IQR) | 0.615 |
Descriptive statistics
| Standard deviation | 0.51331795 |
|---|---|
| Coefficient of variation (CV) | 0.28113007 |
| Kurtosis | 0.49872208 |
| Mean | 1.8259091 |
| Median Absolute Deviation (MAD) | 0.32 |
| Skewness | -0.15841014 |
| Sum | 120.51 |
| Variance | 0.26349531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.29 | 3 | 4.5% |
| 1.46 | 3 | 4.5% |
| 1.97 | 3 | 4.5% |
| 1.98 | 3 | 4.5% |
| 2.38 | 3 | 4.5% |
| 1.03 | 2 | 3.0% |
| 1.87 | 2 | 3.0% |
| 2.03 | 2 | 3.0% |
| 1.35 | 2 | 3.0% |
| 1.66 | 2 | 3.0% |
| Other values (38) | 41 |
| Value | Count | Frequency (%) |
| 0.42 | 1 | |
| 0.64 | 1 | |
| 0.73 | 1 | |
| 1.03 | 2 | |
| 1.24 | 1 | |
| 1.25 | 1 | |
| 1.28 | 1 | |
| 1.35 | 2 | |
| 1.36 | 1 | |
| 1.37 | 1 |
| Value | Count | Frequency (%) |
| 2.96 | 1 | 1.5% |
| 2.91 | 1 | 1.5% |
| 2.81 | 2 | |
| 2.7 | 1 | 1.5% |
| 2.45 | 1 | 1.5% |
| 2.38 | 3 | |
| 2.34 | 1 | 1.5% |
| 2.29 | 3 | |
| 2.28 | 1 | 1.5% |
| 2.18 | 1 | 1.5% |
Color_Intensity
Real number (ℝ)
| Distinct | 60 |
|---|---|
| Distinct (%) | 90.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9210606 |
| Minimum | 3.17 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 3.17 |
|---|---|
| 5-th percentile | 3.535 |
| Q1 | 4.6 |
| median | 5.62 |
| Q3 | 6.7875 |
| 95-th percentile | 9.51 |
| Maximum | 13 |
| Range | 9.83 |
| Interquartile range (IQR) | 2.1875 |
Descriptive statistics
| Standard deviation | 1.9544782 |
|---|---|
| Coefficient of variation (CV) | 0.33008921 |
| Kurtosis | 2.3841173 |
| Mean | 5.9210606 |
| Median Absolute Deviation (MAD) | 1.125 |
| Skewness | 1.3082737 |
| Sum | 390.79 |
| Variance | 3.819985 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.6 | 3 | 4.5% |
| 6.2 | 2 | 3.0% |
| 3.8 | 2 | 3.0% |
| 5.4 | 2 | 3.0% |
| 4.6 | 2 | 3.0% |
| 5.04 | 1 | 1.5% |
| 6.1 | 1 | 1.5% |
| 8.9 | 1 | 1.5% |
| 6.38 | 1 | 1.5% |
| 7.05 | 1 | 1.5% |
| Other values (50) | 50 |
| Value | Count | Frequency (%) |
| 3.17 | 1 | |
| 3.35 | 1 | |
| 3.38 | 1 | |
| 3.52 | 1 | |
| 3.58 | 1 | |
| 3.7 | 1 | |
| 3.74 | 1 | |
| 3.8 | 2 | |
| 3.84 | 1 | |
| 3.95 | 1 |
| Value | Count | Frequency (%) |
| 13 | 1 | |
| 11.75 | 1 | |
| 9.7 | 1 | |
| 9.58 | 1 | |
| 9.3 | 1 | |
| 8.9 | 1 | |
| 8.7 | 1 | |
| 8.66 | 1 | |
| 7.8 | 1 | |
| 7.5 | 1 |
Hue
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 57.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0359091 |
| Minimum | 0.57 |
|---|---|
| Maximum | 1.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0.57 |
|---|---|
| 5-th percentile | 0.6125 |
| Q1 | 0.9575 |
| median | 1.07 |
| Q3 | 1.145 |
| 95-th percentile | 1.25 |
| Maximum | 1.36 |
| Range | 0.79 |
| Interquartile range (IQR) | 0.1875 |
Descriptive statistics
| Standard deviation | 0.18609325 |
|---|---|
| Coefficient of variation (CV) | 0.17964246 |
| Kurtosis | 0.62172238 |
| Mean | 1.0359091 |
| Median Absolute Deviation (MAD) | 0.095 |
| Skewness | -0.97204181 |
| Sum | 68.37 |
| Variance | 0.034630699 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.12 | 5 | 7.6% |
| 1.04 | 4 | 6.1% |
| 1.25 | 4 | 6.1% |
| 1.13 | 3 | 4.5% |
| 1.02 | 3 | 4.5% |
| 1.09 | 3 | 4.5% |
| 1.23 | 3 | 4.5% |
| 1.07 | 3 | 4.5% |
| 0.57 | 2 | 3.0% |
| 0.7 | 2 | 3.0% |
| Other values (28) | 34 |
| Value | Count | Frequency (%) |
| 0.57 | 2 | |
| 0.6 | 1 | |
| 0.61 | 1 | |
| 0.62 | 1 | |
| 0.7 | 2 | |
| 0.74 | 1 | |
| 0.86 | 1 | |
| 0.88 | 2 | |
| 0.89 | 1 | |
| 0.91 | 1 |
| Value | Count | Frequency (%) |
| 1.36 | 1 | 1.5% |
| 1.31 | 1 | 1.5% |
| 1.28 | 1 | 1.5% |
| 1.25 | 4 | |
| 1.24 | 1 | 1.5% |
| 1.23 | 3 | |
| 1.2 | 1 | 1.5% |
| 1.19 | 2 | |
| 1.18 | 1 | 1.5% |
| 1.17 | 1 | 1.5% |
OD280
Real number (ℝ)
| Distinct | 54 |
|---|---|
| Distinct (%) | 81.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9293939 |
| Minimum | 1.33 |
|---|---|
| Maximum | 4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1.33 |
|---|---|
| 5-th percentile | 1.7275 |
| Q1 | 2.735 |
| median | 2.92 |
| Q3 | 3.345 |
| 95-th percentile | 3.68 |
| Maximum | 4 |
| Range | 2.67 |
| Interquartile range (IQR) | 0.61 |
Descriptive statistics
| Standard deviation | 0.57658111 |
|---|---|
| Coefficient of variation (CV) | 0.19682608 |
| Kurtosis | 0.56288605 |
| Mean | 2.9293939 |
| Median Absolute Deviation (MAD) | 0.32 |
| Skewness | -0.78778204 |
| Sum | 193.34 |
| Variance | 0.33244578 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.87 | 3 | 4.5% |
| 3.4 | 2 | 3.0% |
| 2.78 | 2 | 3.0% |
| 3.17 | 2 | 3.0% |
| 3.2 | 2 | 3.0% |
| 2.93 | 2 | 3.0% |
| 2.85 | 2 | 3.0% |
| 3.58 | 2 | 3.0% |
| 2.82 | 2 | 3.0% |
| 3 | 2 | 3.0% |
| Other values (44) | 45 |
| Value | Count | Frequency (%) |
| 1.33 | 1 | |
| 1.62 | 1 | |
| 1.68 | 1 | |
| 1.71 | 1 | |
| 1.78 | 1 | |
| 1.8 | 1 | |
| 1.93 | 1 | |
| 1.96 | 1 | |
| 2.46 | 1 | |
| 2.47 | 1 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 3.92 | 1 | |
| 3.82 | 1 | |
| 3.71 | 1 | |
| 3.59 | 1 | |
| 3.58 | 2 | |
| 3.56 | 1 | |
| 3.55 | 1 | |
| 3.5 | 1 | |
| 3.47 | 1 |
Proline
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 54 |
|---|---|
| Distinct (%) | 81.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1031.3333 |
| Minimum | 392 |
|---|---|
| Maximum | 1680 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 392 |
|---|---|
| 5-th percentile | 479.5 |
| Q1 | 832.5 |
| median | 1055 |
| Q3 | 1268.75 |
| 95-th percentile | 1502.5 |
| Maximum | 1680 |
| Range | 1288 |
| Interquartile range (IQR) | 436.25 |
Descriptive statistics
| Standard deviation | 297.61717 |
|---|---|
| Coefficient of variation (CV) | 0.28857515 |
| Kurtosis | -0.38462492 |
| Mean | 1031.3333 |
| Median Absolute Deviation (MAD) | 220 |
| Skewness | -0.26505925 |
| Sum | 68068 |
| Variance | 88575.979 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1285 | 3 | 4.5% |
| 1095 | 2 | 3.0% |
| 1045 | 2 | 3.0% |
| 1150 | 2 | 3.0% |
| 750 | 2 | 3.0% |
| 1280 | 2 | 3.0% |
| 1035 | 2 | 3.0% |
| 780 | 2 | 3.0% |
| 1060 | 2 | 3.0% |
| 985 | 2 | 3.0% |
| Other values (44) | 45 |
| Value | Count | Frequency (%) |
| 392 | 1 | |
| 410 | 1 | |
| 425 | 1 | |
| 472 | 1 | |
| 502 | 1 | |
| 615 | 1 | |
| 620 | 1 | |
| 630 | 1 | |
| 660 | 2 | |
| 735 | 1 |
| Value | Count | Frequency (%) |
| 1680 | 1 | |
| 1547 | 1 | |
| 1515 | 1 | |
| 1510 | 1 | |
| 1480 | 1 | |
| 1450 | 1 | |
| 1375 | 1 | |
| 1320 | 1 | |
| 1310 | 1 | |
| 1295 | 1 |
kmeans_labels
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 66 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 66 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 66 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 66 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 66 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 66 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 66 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 66 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 66 |
| Alcohol | Ash | Ash_Alcanity | Color_Intensity | Flavanoids | Hue | Magnesium | Malic_Acid | Nonflavanoid_Phenols | OD280 | Proanthocyanins | Proline | Total_Phenols | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Alcohol | 1.000 | 0.019 | -0.236 | 0.368 | 0.339 | 0.034 | 0.066 | 0.039 | 0.046 | 0.165 | 0.341 | 0.379 | 0.320 |
| Ash | 0.019 | 1.000 | 0.497 | 0.090 | -0.044 | 0.064 | 0.366 | 0.324 | 0.379 | -0.091 | -0.019 | 0.124 | 0.103 |
| Ash_Alcanity | -0.236 | 0.497 | 1.000 | 0.018 | -0.450 | -0.088 | 0.130 | 0.247 | 0.256 | -0.342 | -0.168 | -0.336 | -0.309 |
| Color_Intensity | 0.368 | 0.090 | 0.018 | 1.000 | 0.269 | -0.399 | 0.144 | 0.223 | 0.123 | -0.253 | 0.336 | 0.239 | 0.254 |
| Flavanoids | 0.339 | -0.044 | -0.450 | 0.269 | 1.000 | 0.242 | 0.236 | -0.121 | -0.322 | 0.421 | 0.617 | 0.548 | 0.850 |
| Hue | 0.034 | 0.064 | -0.088 | -0.399 | 0.242 | 1.000 | -0.016 | -0.299 | -0.075 | 0.121 | 0.073 | 0.295 | 0.140 |
| Magnesium | 0.066 | 0.366 | 0.130 | 0.144 | 0.236 | -0.016 | 1.000 | 0.184 | 0.107 | 0.222 | 0.085 | 0.216 | 0.368 |
| Malic_Acid | 0.039 | 0.324 | 0.247 | 0.223 | -0.121 | -0.299 | 0.184 | 1.000 | 0.303 | 0.040 | -0.031 | 0.076 | -0.141 |
| Nonflavanoid_Phenols | 0.046 | 0.379 | 0.256 | 0.123 | -0.322 | -0.075 | 0.107 | 0.303 | 1.000 | -0.477 | -0.242 | -0.152 | -0.231 |
| OD280 | 0.165 | -0.091 | -0.342 | -0.253 | 0.421 | 0.121 | 0.222 | 0.040 | -0.477 | 1.000 | 0.306 | 0.214 | 0.442 |
| Proanthocyanins | 0.341 | -0.019 | -0.168 | 0.336 | 0.617 | 0.073 | 0.085 | -0.031 | -0.242 | 0.306 | 1.000 | 0.246 | 0.578 |
| Proline | 0.379 | 0.124 | -0.336 | 0.239 | 0.548 | 0.295 | 0.216 | 0.076 | -0.152 | 0.214 | 0.246 | 1.000 | 0.416 |
| Total_Phenols | 0.320 | 0.103 | -0.309 | 0.254 | 0.850 | 0.140 | 0.368 | -0.141 | -0.231 | 0.442 | 0.578 | 0.416 | 1.000 |
| Alcohol | Malic_Acid | Ash | Ash_Alcanity | Magnesium | Total_Phenols | Flavanoids | Nonflavanoid_Phenols | Proanthocyanins | Color_Intensity | Hue | OD280 | Proline | kmeans_labels | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 14.23 | 1.71 | 2.43 | 15.6 | 127 | 2.80 | 3.06 | 0.28 | 2.29 | 5.64 | 1.04 | 3.92 | 1065 | 0 |
| 1 | 13.20 | 1.78 | 2.14 | 11.2 | 100 | 2.65 | 2.76 | 0.26 | 1.28 | 4.38 | 1.05 | 3.40 | 1050 | 0 |
| 2 | 13.16 | 2.36 | 2.67 | 18.6 | 101 | 2.80 | 3.24 | 0.30 | 2.81 | 5.68 | 1.03 | 3.17 | 1185 | 0 |
| 3 | 14.37 | 1.95 | 2.50 | 16.8 | 113 | 3.85 | 3.49 | 0.24 | 2.18 | 7.80 | 0.86 | 3.45 | 1480 | 0 |
| 4 | 13.24 | 2.59 | 2.87 | 21.0 | 118 | 2.80 | 2.69 | 0.39 | 1.82 | 4.32 | 1.04 | 2.93 | 735 | 0 |
| 5 | 14.20 | 1.76 | 2.45 | 15.2 | 112 | 3.27 | 3.39 | 0.34 | 1.97 | 6.75 | 1.05 | 2.85 | 1450 | 0 |
| 6 | 14.39 | 1.87 | 2.45 | 14.6 | 96 | 2.50 | 2.52 | 0.30 | 1.98 | 5.25 | 1.02 | 3.58 | 1290 | 0 |
| 7 | 14.06 | 2.15 | 2.61 | 17.6 | 121 | 2.60 | 2.51 | 0.31 | 1.25 | 5.05 | 1.06 | 3.58 | 1295 | 0 |
| 8 | 14.83 | 1.64 | 2.17 | 14.0 | 97 | 2.80 | 2.98 | 0.29 | 1.98 | 5.20 | 1.08 | 2.85 | 1045 | 0 |
| 9 | 13.86 | 1.35 | 2.27 | 16.0 | 98 | 2.98 | 3.15 | 0.22 | 1.85 | 7.22 | 1.01 | 3.55 | 1045 | 0 |
| Alcohol | Malic_Acid | Ash | Ash_Alcanity | Magnesium | Total_Phenols | Flavanoids | Nonflavanoid_Phenols | Proanthocyanins | Color_Intensity | Hue | OD280 | Proline | kmeans_labels | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | 12.99 | 1.67 | 2.60 | 30.0 | 139 | 3.30 | 2.89 | 0.21 | 1.96 | 3.35 | 1.31 | 3.50 | 985 | 0 |
| 76 | 13.03 | 0.90 | 1.71 | 16.0 | 86 | 1.95 | 2.03 | 0.24 | 1.46 | 4.60 | 1.19 | 2.48 | 392 | 0 |
| 141 | 13.36 | 2.56 | 2.35 | 20.0 | 89 | 1.40 | 0.50 | 0.37 | 0.64 | 5.60 | 0.70 | 2.47 | 780 | 0 |
| 152 | 13.11 | 1.90 | 2.75 | 25.5 | 116 | 2.20 | 1.28 | 0.26 | 1.56 | 7.10 | 0.61 | 1.33 | 425 | 0 |
| 158 | 14.34 | 1.68 | 2.70 | 25.0 | 98 | 2.80 | 1.31 | 0.53 | 2.70 | 13.00 | 0.57 | 1.96 | 660 | 0 |
| 159 | 13.48 | 1.67 | 2.64 | 22.5 | 89 | 2.60 | 1.10 | 0.52 | 2.29 | 11.75 | 0.57 | 1.78 | 620 | 0 |
| 164 | 13.78 | 2.76 | 2.30 | 22.0 | 90 | 1.35 | 0.68 | 0.41 | 1.03 | 9.58 | 0.70 | 1.68 | 615 | 0 |
| 168 | 13.58 | 2.58 | 2.69 | 24.5 | 105 | 1.55 | 0.84 | 0.39 | 1.54 | 8.66 | 0.74 | 1.80 | 750 | 0 |
| 172 | 14.16 | 2.51 | 2.48 | 20.0 | 91 | 1.68 | 0.70 | 0.44 | 1.24 | 9.70 | 0.62 | 1.71 | 660 | 0 |
| 176 | 13.17 | 2.59 | 2.37 | 20.0 | 120 | 1.65 | 0.68 | 0.53 | 1.46 | 9.30 | 0.60 | 1.62 | 840 | 0 |